He stared at the blueprint, his jaw tight. The same dimensions, the same angles, the same innovative design. The exact project he had poured countless nights and days into. His project was in front of him, but not his own. The blood in his ears was roaring.

The room grew hot, stuffy. He wanted to break something, to yell, to tear it all down. He had to breathe.

He stood up abruptly, knocking over his chair. He had to leave. He took a deep, shaky breath, and headed for the door, not looking back.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260